Profile
Hi! I’m currently pursuing my Ph.D. at MSU working in iPRoBe lab. Before that, I studied M.Sc. Computer Science at Chennai Mathematical Institute and M.Sc. Mathematics at IIT Guwahati. At CMI, I worked with Prof. KV and Madhavan Mukund studying the robustness properties of DNNs induced by prototypes.
My current research focuses on Facial Biometrics, specifically Morph Attach Detection (MAD) and Facial Demorphing. I am also interested in theoretical computer science, mainly graph theory. I’m continually seeking ways to integrate my application and theory interests, providing unique perspectives on deep learning.
Outside academia, I find joy in cooking (My Instagram), watching movies, and playing video games during my free time. Beyond that, I’m an enthusiastic hiker and hold a deep admiration for snowy mountains. If there’s anything specific you’d like to discuss or share, feel free to contact me!
Publications
Experiences
-Working with MDSR team.
-Responsible for the development and maintenance of a root cause identification pipeline capable of identifying defect-causing steps in the wafer development process.
-Developed a synthetic data generation technique to generate visually realistic wafer images for fine-tuning.
-Led team to file 3 patents and 2 publications.
-Developed a handwriting recognition(HTR) system to produce transcripts of notes written on an electronic whiteboard.